Pandas Profiling Report

Dataset statistics

Number of variables	31
Number of observations	2107
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	10
Duplicate rows (%)	0.5%
Total size in memory	510.4 KiB
Average record size in memory	248.1 B

Variable types

Numeric	29
Categorical	2

Alerts

Dataset has 10 (0.5%) duplicate rows	Duplicates
`longitude` is highly correlated with `latitude` and 27 other fields	High correlation
`zipcode` is highly correlated with `latitude` and 27 other fields	High correlation
`zcta_housing_2020` is highly correlated with `latitude` and 27 other fields	High correlation
`total_units_2020` is highly correlated with `latitude` and 27 other fields	High correlation
`occupied_units_2020` is highly correlated with `latitude` and 27 other fields	High correlation
`vacant_units_2020` is highly correlated with `latitude` and 27 other fields	High correlation
`median_rooms_2020` is highly correlated with `latitude` and 27 other fields	High correlation
`owner_occupied_units_2020` is highly correlated with `latitude` and 27 other fields	High correlation
`rental_occupied_units_2020` is highly correlated with `latitude` and 27 other fields	High correlation
`median_value_2020` is highly correlated with `latitude` and 27 other fields	High correlation
`median_monthly_costs_2020` is highly correlated with `latitude` and 27 other fields	High correlation
`median_rent_2020` is highly correlated with `latitude` and 27 other fields	High correlation
`five_year_diff` is highly correlated with `latitude` and 27 other fields	High correlation
`total_units_2015` is highly correlated with `latitude` and 27 other fields	High correlation
`occupied_units_2015` is highly correlated with `latitude` and 27 other fields	High correlation
`vacant_units_2015` is highly correlated with `latitude` and 27 other fields	High correlation
`median_rooms_2015` is highly correlated with `latitude` and 27 other fields	High correlation
`owner_occupied_units_2015` is highly correlated with `latitude` and 27 other fields	High correlation
`rental_occupied_units_2015` is highly correlated with `latitude` and 27 other fields	High correlation
`median_value_2015` is highly correlated with `latitude` and 27 other fields	High correlation
`median_monthly_costs_2015` is highly correlated with `latitude` and 27 other fields	High correlation
`median_rent_2015` is highly correlated with `latitude` and 27 other fields	High correlation
`median_household_income_2020` is highly correlated with `latitude` and 27 other fields	High correlation
`median_family_income_2020` is highly correlated with `latitude` and 27 other fields	High correlation
`median_household_income_2015` is highly correlated with `latitude` and 27 other fields	High correlation
`median_family_income_2015` is highly correlated with `latitude` and 27 other fields	High correlation
`zipcount` is highly correlated with `latitude` and 27 other fields	High correlation
`class` is highly correlated with `latitude` and 27 other fields	High correlation
`latitude` is highly correlated with `longitude` and 27 other fields	High correlation
`room_type` is highly correlated with `price`	High correlation
`price` is highly correlated with `room_type`	High correlation
`median_family_income_2020` has 23 (1.1%) zeros	Zeros

Reproduction

Analysis started	2022-11-11 00:36:20.433174
Analysis finished	2022-11-11 00:38:47.457210
Duration	2 minutes and 27.02 seconds
Software version	pandas-profiling v3.4.0
Download configuration	config.json

latitude
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1911
Distinct (%)	90.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.98753769

Minimum	39.8405
Maximum	40.15379
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	39.8405
5-th percentile	39.936418
Q1	39.957145
median	39.98186
Q3	40.00803
95-th percentile	40.087353
Maximum	40.15379
Range	0.31329
Interquartile range (IQR)	0.050885

Descriptive statistics

Standard deviation	0.04508539678
Coefficient of variation (CV)	0.001127486197
Kurtosis	1.444259728
Mean	39.98753769
Median Absolute Deviation (MAD)	0.02516
Skewness	0.9382164421
Sum	84253.74192
Variance	0.002032693003
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39.958565	8	0.4%
40.0070149	5	0.2%
39.964275	5	0.2%
40.01257	4	0.2%
40.00843	4	0.2%
40.02146	4	0.2%
40.009056	4	0.2%
39.97467	4	0.2%
39.974667	3	0.1%
39.95791	3	0.1%
Other values (1901)	2063	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
39.8405	1	< 0.1%
39.84277	1	< 0.1%
39.85384	1	< 0.1%
39.86121	1	< 0.1%
39.86541	1	< 0.1%
39.86554	1	< 0.1%
39.86685	1	< 0.1%
39.86691	1	< 0.1%
39.86704	1	< 0.1%
39.86948	1	< 0.1%

Value	Count	Frequency (%)
40.15379	1	< 0.1%
40.15365	1	< 0.1%
40.15294	1	< 0.1%
40.15234	1	< 0.1%
40.1522	1	< 0.1%
40.147	1	< 0.1%
40.14285	1	< 0.1%
40.1342	1	< 0.1%
40.13385	1	< 0.1%
40.1308	1	< 0.1%

longitude
Real number (ℝ)

HIGH CORRELATION

Distinct	1859
Distinct (%)	88.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-82.98995655

Minimum	-83.17506
Maximum	-82.78152
Zeros	0
Zeros (%)	0.0%
Negative	2107
Negative (%)	100.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	-83.17506
5-th percentile	-83.064168
Q1	-83.00934
median	-82.99846
Q3	-82.971905
95-th percentile	-82.900562
Maximum	-82.78152
Range	0.39354
Interquartile range (IQR)	0.037435

Descriptive statistics

Standard deviation	0.0494250146
Coefficient of variation (CV)	-0.0005955541689
Kurtosis	3.873942062
Mean	-82.98995655
Median Absolute Deviation (MAD)	0.01609
Skewness	0.6177291264
Sum	-174859.8385
Variance	0.002442832069
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-83.014946	8	0.4%
-82.99778	6	0.3%
-83.00347	6	0.3%
-82.98839	5	0.2%
-83.0015253	5	0.2%
-83.000824	4	0.2%
-82.99905	4	0.2%
-83.00159	4	0.2%
-82.99849	4	0.2%
-83.00412	4	0.2%
Other values (1849)	2057	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-83.17506	1	< 0.1%
-83.17424	1	< 0.1%
-83.17337	1	< 0.1%
-83.1722	1	< 0.1%
-83.16587	1	< 0.1%
-83.16544	1	< 0.1%
-83.16097	1	< 0.1%
-83.15747	1	< 0.1%
-83.15717	1	< 0.1%
-83.15633392	1	< 0.1%

Value	Count	Frequency (%)
-82.78152	1	< 0.1%
-82.78248	1	< 0.1%
-82.78337	1	< 0.1%
-82.78342	1	< 0.1%
-82.78989	1	< 0.1%
-82.79412	1	< 0.1%
-82.79613	1	< 0.1%
-82.79759	1	< 0.1%
-82.80457	1	< 0.1%
-82.80534	1	< 0.1%

room_type
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.6 KiB

1	1699
0	408

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2107
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	1699	80.6%
0	408	19.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	1699	80.6%
0	408	19.4%

Most occurring characters

Value	Count	Frequency (%)
1	1699	80.6%
0	408	19.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2107	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1699	80.6%
0	408	19.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	2107	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1699	80.6%
0	408	19.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2107	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1699	80.6%
0	408	19.4%

price
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	390
Distinct (%)	18.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	154.967252

Minimum	19
Maximum	1268
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	19
5-th percentile	43.3
Q1	86.5
median	124
Q3	182
95-th percentile	367.5
Maximum	1268
Range	1249
Interquartile range (IQR)	95.5

Descriptive statistics

Standard deviation	122.932711
Coefficient of variation (CV)	0.7932818672
Kurtosis	17.48341625
Mean	154.967252
Median Absolute Deviation (MAD)	45
Skewness	3.380053862
Sum	326516
Variance	15112.45144
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	35	1.7%
99	30	1.4%
90	28	1.3%
75	26	1.2%
85	23	1.1%
40	23	1.1%
149	20	0.9%
115	20	0.9%
83	20	0.9%
129	19	0.9%
Other values (380)	1863	88.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19	1	< 0.1%
21	1	< 0.1%
25	2	0.1%
27	3	0.1%
28	2	0.1%
29	2	0.1%
30	10	0.5%
32	3	0.1%
33	1	< 0.1%
34	3	0.1%

Value	Count	Frequency (%)
1268	1	< 0.1%
1099	2	0.1%
1015	1	< 0.1%
1007	1	< 0.1%
1000	2	0.1%
999	1	< 0.1%
980	1	< 0.1%
975	1	< 0.1%
850	1	< 0.1%
836	1	< 0.1%

zipcode
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	44
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43197.71856

Minimum	43002
Maximum	43235
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	43002
5-th percentile	43085
Q1	43201
median	43205
Q3	43214
95-th percentile	43229
Maximum	43235
Range	233
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	39.87198237
Coefficient of variation (CV)	0.0009230113002
Kurtosis	10.31738029
Mean	43197.71856
Median Absolute Deviation (MAD)	4
Skewness	-3.279724055
Sum	91017593
Variance	1589.774978
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
43201	434	20.6%
43215	245	11.6%
43206	243	11.5%
43205	203	9.6%
43202	174	8.3%
43203	79	3.7%
43212	61	2.9%
43214	59	2.8%
43207	48	2.3%
43211	47	2.2%
Other values (34)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
43002	2	0.1%
43004	7	0.3%
43016	13	0.6%
43017	11	0.5%
43026	9	0.4%
43035	6	0.3%
43054	10	0.5%
43065	4	0.2%
43068	10	0.5%
43081	33	1.6%

Value	Count	Frequency (%)
43235	18	0.9%
43232	8	0.4%
43231	8	0.4%
43230	37	1.8%
43229	40	1.9%
43228	5	0.2%
43227	10	0.5%
43224	16	0.8%
43223	15	0.7%
43222	20	0.9%

zcta_housing_2020
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	44
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43197.71856

Minimum	43002
Maximum	43235
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	43002
5-th percentile	43085
Q1	43201
median	43205
Q3	43214
95-th percentile	43229
Maximum	43235
Range	233
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	39.87198237
Coefficient of variation (CV)	0.0009230113002
Kurtosis	10.31738029
Mean	43197.71856
Median Absolute Deviation (MAD)	4
Skewness	-3.279724055
Sum	91017593
Variance	1589.774978
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
43201	434	20.6%
43215	245	11.6%
43206	243	11.5%
43205	203	9.6%
43202	174	8.3%
43203	79	3.7%
43212	61	2.9%
43214	59	2.8%
43207	48	2.3%
43211	47	2.2%
Other values (34)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
43002	2	0.1%
43004	7	0.3%
43016	13	0.6%
43017	11	0.5%
43026	9	0.4%
43035	6	0.3%
43054	10	0.5%
43065	4	0.2%
43068	10	0.5%
43081	33	1.6%

Value	Count	Frequency (%)
43235	18	0.9%
43232	8	0.4%
43231	8	0.4%
43230	37	1.8%
43229	40	1.9%
43228	5	0.2%
43227	10	0.5%
43224	16	0.8%
43223	15	0.7%
43222	20	0.9%

total_units_2020
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	44
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12946.47224

Minimum	84
Maximum	27357
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	84
5-th percentile	4894
Q1	10276
median	12274
Q3	15281
95-th percentile	22593
Maximum	27357
Range	27273
Interquartile range (IQR)	5005

Descriptive statistics

Standard deviation	4896.779568
Coefficient of variation (CV)	0.3782327323
Kurtosis	1.123380735
Mean	12946.47224
Median Absolute Deviation (MAD)	3007
Skewness	0.7194358182
Sum	27278217
Variance	23978450.14
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
15281	434	20.6%
10791	245	11.6%
12274	243	11.5%
7366	203	9.6%
9725	174	8.3%
4894	79	3.7%
12485	61	2.9%
13806	59	2.8%
20799	48	2.3%
10296	47	2.2%
Other values (34)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
84	3	0.1%
402	10	0.5%
2123	2	0.1%
2249	20	0.9%
4894	79	3.7%
6104	3	0.1%
7366	203	9.6%
8743	8	0.4%
9508	6	0.3%
9725	174	8.3%

Value	Count	Frequency (%)
27357	33	1.6%
26409	15	0.7%
25484	37	1.8%
24669	9	0.4%
23853	5	0.2%
22593	40	1.9%
22474	10	0.5%
20799	48	2.3%
19588	8	0.4%
19512	18	0.9%

occupied_units_2020
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	44
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11428.2131

Minimum	0
Maximum	25850
Zeros	7
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0
5-th percentile	3758
Q1	8889
median	10435
Q3	13106
95-th percentile	21424
Maximum	25850
Range	25850
Interquartile range (IQR)	4217

Descriptive statistics

Standard deviation	4849.232719
Coefficient of variation (CV)	0.424321167
Kurtosis	1.460319816
Mean	11428.2131
Median Absolute Deviation (MAD)	2671
Skewness	0.8524180702
Sum	24079245
Variance	23515057.96
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
13106	434	20.6%
9609	245	11.6%
10435	243	11.5%
5510	203	9.6%
8889	174	8.3%
3758	79	3.7%
11712	61	2.9%
12682	59	2.8%
18656	48	2.3%
8714	47	2.2%
Other values (34)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	0.3%
84	3	0.1%
192	10	0.5%
1956	20	0.9%
2111	2	0.1%
3758	79	3.7%
5510	203	9.6%
5948	3	0.1%
8243	8	0.4%
8714	47	2.2%

Value	Count	Frequency (%)
25850	33	1.6%
25432	15	0.7%
24546	37	1.8%
24166	9	0.4%
22188	5	0.2%
21424	10	0.5%
21343	40	1.9%
18656	48	2.3%
18505	18	0.9%
18329	8	0.4%

vacant_units_2020
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	44
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1465.820598

Minimum	0
Maximum	2175
Zeros	3
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0
5-th percentile	503
Q1	1040
median	1365
Q3	1856
95-th percentile	2175
Maximum	2175
Range	2175
Interquartile range (IQR)	816

Descriptive statistics

Standard deviation	556.9402556
Coefficient of variation (CV)	0.379951173
Kurtosis	-1.079396725
Mean	1465.820598
Median Absolute Deviation (MAD)	491
Skewness	-0.2193887858
Sum	3088484
Variance	310182.4483
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
2175	434	20.6%
1182	245	11.6%
1839	243	11.5%
1856	203	9.6%
836	174	8.3%
1136	79	3.7%
773	61	2.9%
1124	59	2.8%
2143	48	2.3%
1582	47	2.2%
Other values (34)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	0.1%
12	2	0.1%
156	3	0.1%
210	10	0.5%
244	7	0.3%
258	6	0.3%
293	20	0.9%
399	24	1.1%
414	6	0.3%
451	4	0.2%

Value	Count	Frequency (%)
2175	434	20.6%
2143	48	2.3%
1966	17	0.8%
1856	203	9.6%
1839	243	11.5%
1665	5	0.2%
1582	47	2.2%
1507	33	1.6%
1490	15	0.7%
1365	16	0.8%

median_rooms_2020
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	23
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.938300902

Minimum	2.8
Maximum	8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	2.8
5-th percentile	3.3
Q1	4.4
median	5.2
Q3	5.4
95-th percentile	6.1
Maximum	8
Range	5.2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8417182482
Coefficient of variation (CV)	0.1704469341
Kurtosis	0.4907068233
Mean	4.938300902
Median Absolute Deviation (MAD)	0.4
Skewness	-0.2921304106
Sum	10405
Variance	0.7084896093
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
4.4	495	23.5%
5.4	321	15.2%
5.6	262	12.4%
3.3	245	11.6%
5.2	183	8.7%
4.9	179	8.5%
5	76	3.6%
5.8	72	3.4%
5.3	49	2.3%
5.9	33	1.6%
Other values (13)	192	9.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.8	10	0.5%
3.3	245	11.6%
4.4	495	23.5%
4.8	28	1.3%
4.9	179	8.5%
5	76	3.6%
5.2	183	8.7%
5.3	49	2.3%
5.4	321	15.2%
5.5	25	1.2%

Value	Count	Frequency (%)
8	4	0.2%
7.7	5	0.2%
7.6	6	0.3%
7.1	11	0.5%
6.6	10	0.5%
6.4	24	1.1%
6.3	22	1.0%
6.2	22	1.0%
6.1	15	0.7%
5.9	33	1.6%

owner_occupied_units_2020
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	44
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4502.81253

Minimum	0
Maximum	18881
Zeros	10
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1224
Q1	1949
median	2712
Q3	5158
95-th percentile	12422
Maximum	18881
Range	18881
Interquartile range (IQR)	3209

Descriptive statistics

Standard deviation	3718.395113
Coefficient of variation (CV)	0.8257938986
Kurtosis	2.793986328
Mean	4502.81253
Median Absolute Deviation (MAD)	821
Skewness	1.74753264
Sum	9487426
Variance	13826462.22
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
2215	434	20.6%
1891	245	11.6%
5060	243	11.5%
1949	203	9.6%
2712	174	8.3%
1224	79	3.7%
3950	61	2.9%
8097	59	2.8%
11435	48	2.3%
3464	47	2.2%
Other values (34)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	0.5%
40	3	0.1%
401	20	0.9%
1224	79	3.7%
1398	2	0.1%
1891	245	11.6%
1949	203	9.6%
2215	434	20.6%
2712	174	8.3%
3309	3	0.1%

Value	Count	Frequency (%)
18881	15	0.7%
16882	9	0.4%
16565	33	1.6%
14855	37	1.8%
13597	4	0.2%
12422	10	0.5%
12188	5	0.2%
11435	48	2.3%
10782	5	0.2%
10487	11	0.5%

rental_occupied_units_2020
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	44
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6977.839108

Minimum	44
Maximum	12848
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	44
5-th percentile	2534
Q1	5205
median	6321
Q3	9285
95-th percentile	10891
Maximum	12848
Range	12804
Interquartile range (IQR)	4080

Descriptive statistics

Standard deviation	2878.53187
Coefficient of variation (CV)	0.4125248269
Kurtosis	-0.9250081699
Mean	6977.839108
Median Absolute Deviation (MAD)	1826
Skewness	0.09197198892
Sum	14702307
Variance	8285945.729
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
10891	434	20.6%
7718	245	11.6%
5375	243	11.5%
3561	203	9.6%
6177	174	8.3%
2534	79	3.7%
7762	61	2.9%
4585	59	2.8%
7221	48	2.3%
5250	47	2.2%
Other values (34)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
44	3	0.1%
192	10	0.5%
713	2	0.1%
1330	4	0.2%
1555	20	0.9%
1729	6	0.3%
1910	5	0.2%
2056	7	0.3%
2534	79	3.7%
2639	3	0.1%

Value	Count	Frequency (%)
12848	40	1.9%
11406	5	0.2%
11025	8	0.4%
10891	434	20.6%
9691	37	1.8%
9285	33	1.6%
9261	16	0.8%
9002	10	0.5%
8874	28	1.3%
8569	17	0.8%

median_value_2020
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	44
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	231286.3787

Minimum	0
Maximum	381300
Zeros	10
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0
5-th percentile	102700
Q1	197400
median	246800
Q3	258900
95-th percentile	329200
Maximum	381300
Range	381300
Interquartile range (IQR)	61500

Descriptive statistics

Standard deviation	74151.7919
Coefficient of variation (CV)	0.3206059618
Kurtosis	0.1341096949
Mean	231286.3787
Median Absolute Deviation (MAD)	49400
Skewness	-0.3949409485
Sum	487320400
Variance	5498488243
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
258900	434	20.6%
324000	245	11.6%
197400	243	11.5%
211600	203	9.6%
246800	174	8.3%
188900	79	3.7%
381300	61	2.9%
285800	59	2.8%
102700	48	2.3%
58200	47	2.2%
Other values (34)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	0.5%
58200	47	2.2%
68300	20	0.9%
84700	15	0.7%
86300	10	0.5%
102700	48	2.3%
103200	16	0.8%
104700	8	0.4%
114500	47	2.2%
117300	17	0.8%

Value	Count	Frequency (%)
381300	61	2.9%
372300	10	0.5%
371000	11	0.5%
355500	10	0.5%
348100	4	0.2%
338600	6	0.3%
329200	13	0.6%
324000	245	11.6%
306300	22	1.0%
285800	59	2.8%

median_monthly_costs_2020
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	44
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1598.089226

Minimum	0
Maximum	2461
Zeros	10
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1087
Q1	1441
median	1613
Q3	1747
95-th percentile	2139
Maximum	2461
Range	2461
Interquartile range (IQR)	306

Descriptive statistics

Standard deviation	337.2733112
Coefficient of variation (CV)	0.2110478599
Kurtosis	1.89806885
Mean	1598.089226
Median Absolute Deviation (MAD)	172
Skewness	-0.5917102735
Sum	3367174
Variance	113753.2864
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
1747	434	20.6%
1975	245	11.6%
1441	243	11.5%
1492	203	9.6%
1613	174	8.3%
1149	79	3.7%
2205	61	2.9%
1730	59	2.8%
1087	48	2.3%
795	47	2.2%
Other values (34)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	0.5%
795	47	2.2%
922	10	0.5%
983	16	0.8%
1026	15	0.7%
1087	48	2.3%
1102	17	0.8%
1129	8	0.4%
1135	28	1.3%
1149	79	3.7%

Value	Count	Frequency (%)
2461	11	0.5%
2410	10	0.5%
2311	6	0.3%
2286	13	0.6%
2283	4	0.2%
2205	61	2.9%
2139	10	0.5%
2055	22	1.0%
1975	245	11.6%
1800	18	0.9%

median_rent_2020
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	42
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1009.343617

Minimum	554
Maximum	1478
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	554
5-th percentile	744
Q1	908
median	994
Q3	1094
95-th percentile	1215
Maximum	1478
Range	924
Interquartile range (IQR)	186

Descriptive statistics

Standard deviation	156.5183896
Coefficient of variation (CV)	0.1550694798
Kurtosis	-0.2786472845
Mean	1009.343617
Median Absolute Deviation (MAD)	100
Skewness	-0.4299600086
Sum	2126687
Variance	24498.00628
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
1094	434	20.6%
1215	245	11.6%
994	243	11.5%
755	203	9.6%
976	174	8.3%
744	79	3.7%
998	66	3.1%
1151	61	2.9%
908	48	2.3%
960	47	2.2%
Other values (32)	507	24.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
554	20	0.9%
623	10	0.5%
744	79	3.7%
755	203	9.6%
827	16	0.8%
845	15	0.7%
864	8	0.4%
871	47	2.2%
872	28	1.3%
879	40	1.9%

Value	Count	Frequency (%)
1478	2	0.1%
1393	10	0.5%
1304	5	0.2%
1244	22	1.0%
1243	11	0.5%
1217	6	0.3%
1215	245	11.6%
1204	13	0.6%
1178	18	0.9%
1166	9	0.4%

five_year_diff
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	41
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66436.30755

Minimum	0
Maximum	111800
Zeros	10
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0
5-th percentile	14100
Q1	55200
median	69300
Q3	100300
95-th percentile	108800
Maximum	111800
Range	111800
Interquartile range (IQR)	45100

Descriptive statistics

Standard deviation	29890.0749
Coefficient of variation (CV)	0.4499057218
Kurtosis	-0.6844096425
Mean	66436.30755
Median Absolute Deviation (MAD)	23200
Skewness	-0.2260102457
Sum	139981300
Variance	893416577.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
55200	434	20.6%
69300	245	11.6%
100300	243	11.5%
108800	203	9.6%
70000	174	8.3%
102500	79	3.7%
111800	61	2.9%
74600	59	2.8%
34800	52	2.5%
18100	48	2.3%
Other values (31)	509	24.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	0.5%
700	47	2.2%
5700	15	0.7%
6000	10	0.5%
11700	8	0.4%
14100	20	0.9%
16700	16	0.8%
18100	48	2.3%
19000	17	0.8%
23000	40	1.9%

Value	Count	Frequency (%)
111800	61	2.9%
108800	203	9.6%
102500	79	3.7%
100300	243	11.5%
97900	10	0.5%
78300	35	1.7%
74600	59	2.8%
74100	19	0.9%
70700	10	0.5%
70000	174	8.3%

total_units_2015
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	44
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12549.06834

Minimum	40
Maximum	25373
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	40
5-th percentile	4912
Q1	9281
median	12275
Q3	15115
95-th percentile	22356
Maximum	25373
Range	25333
Interquartile range (IQR)	5834

Descriptive statistics

Standard deviation	4638.460403
Coefficient of variation (CV)	0.3696258779
Kurtosis	0.5758682795
Mean	12549.06834
Median Absolute Deviation (MAD)	2840
Skewness	0.5208023796
Sum	26440887
Variance	21515314.91
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
15115	434	20.6%
9281	245	11.6%
12275	243	11.5%
7271	203	9.6%
10551	174	8.3%
4912	79	3.7%
11156	61	2.9%
13162	59	2.8%
20172	48	2.3%
10527	47	2.2%
Other values (34)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40	3	0.1%
387	10	0.5%
1659	2	0.1%
1838	20	0.9%
4912	79	3.7%
5947	3	0.1%
7271	203	9.6%
8627	8	0.4%
8871	10	0.5%
9028	6	0.3%

Value	Count	Frequency (%)
25373	15	0.7%
24515	33	1.6%
23752	5	0.2%
22879	37	1.8%
22715	9	0.4%
22356	10	0.5%
22243	40	1.9%
20267	8	0.4%
20172	48	2.3%
19255	17	0.8%

occupied_units_2015
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	44
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10558.89938

Minimum	40
Maximum	23195
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	40
5-th percentile	3429
Q1	8170
median	9783
Q3	11508
95-th percentile	21206
Maximum	23195
Range	23155
Interquartile range (IQR)	3338

Descriptive statistics

Standard deviation	4379.089129
Coefficient of variation (CV)	0.4147296958
Kurtosis	1.434273787
Mean	10558.89938
Median Absolute Deviation (MAD)	1725
Skewness	0.8733519097
Sum	22247601
Variance	19176421.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
11508	434	20.6%
8170	245	11.6%
9783	243	11.5%
5205	203	9.6%
9707	174	8.3%
3429	79	3.7%
9693	61	2.9%
12323	59	2.8%
17185	48	2.3%
8079	47	2.2%
Other values (34)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40	3	0.1%
279	10	0.5%
1307	20	0.9%
1567	2	0.1%
3429	79	3.7%
5205	203	9.6%
5403	3	0.1%
7812	8	0.4%
8079	47	2.2%
8170	245	11.6%

Value	Count	Frequency (%)
23195	33	1.6%
23044	15	0.7%
22120	37	1.8%
21992	9	0.4%
21228	5	0.2%
21206	10	0.5%
20011	40	1.9%
17941	18	0.9%
17430	8	0.4%
17185	48	2.3%

vacant_units_2015
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	44
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1990.168961

Minimum	0
Maximum	3695
Zeros	3
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0
5-th percentile	610
Q1	1111
median	2066
Q3	2524
95-th percentile	3607
Maximum	3695
Range	3695
Interquartile range (IQR)	1413

Descriptive statistics

Standard deviation	1066.566256
Coefficient of variation (CV)	0.5359174407
Kurtosis	-1.218428439
Mean	1990.168961
Median Absolute Deviation (MAD)	955
Skewness	0.2844942389
Sum	4193286
Variance	1137563.578
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
3607	434	20.6%
1111	245	11.6%
2492	243	11.5%
2066	203	9.6%
844	174	8.3%
1483	79	3.7%
1463	61	2.9%
839	59	2.8%
2987	48	2.3%
2448	47	2.2%
Other values (34)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	0.1%
92	2	0.1%
108	10	0.5%
240	7	0.3%
293	24	1.1%
333	6	0.3%
404	10	0.5%
421	13	0.6%
473	6	0.3%
531	20	0.9%

Value	Count	Frequency (%)
3695	17	0.8%
3607	434	20.6%
2987	48	2.3%
2837	8	0.4%
2602	16	0.8%
2524	5	0.2%
2493	15	0.7%
2492	243	11.5%
2448	47	2.2%
2329	15	0.7%

median_rooms_2015
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	25
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.036260085

Minimum	3.2
Maximum	8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	3.2
5-th percentile	3.3
Q1	4.6
median	5.1
Q3	5.7
95-th percentile	6.1
Maximum	8
Range	4.8
Interquartile range (IQR)	1.1

Descriptive statistics

Standard deviation	0.8454418675
Coefficient of variation (CV)	0.1678709704
Kurtosis	0.6203784297
Mean	5.036260085
Median Absolute Deviation (MAD)	0.5
Skewness	-0.4224806546
Sum	10611.4
Variance	0.7147719513
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
4.6	434	20.6%
5.7	271	12.9%
5.1	261	12.4%
5.5	260	12.3%
3.3	245	11.6%
5.3	136	6.5%
5	103	4.9%
5.8	72	3.4%
4.5	61	2.9%
6.1	52	2.5%
Other values (15)	212	10.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.2	10	0.5%
3.3	245	11.6%
4.5	61	2.9%
4.6	434	20.6%
4.8	28	1.3%
4.9	5	0.2%
5	103	4.9%
5.1	261	12.4%
5.2	12	0.6%
5.3	136	6.5%

Value	Count	Frequency (%)
8	4	0.2%
7.5	5	0.2%
7.4	11	0.5%
7.3	6	0.3%
6.9	10	0.5%
6.6	22	1.0%
6.4	24	1.1%
6.2	3	0.1%
6.1	52	2.5%
6	15	0.7%

owner_occupied_units_2015
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	44
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4212.401993

Minimum	0
Maximum	16441
Zeros	10
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0
5-th percentile	822
Q1	1791
median	3205
Q3	4688
95-th percentile	11971
Maximum	16441
Range	16441
Interquartile range (IQR)	2897

Descriptive statistics

Standard deviation	3413.937748
Coefficient of variation (CV)	0.8104491815
Kurtosis	2.409681223
Mean	4212.401993
Median Absolute Deviation (MAD)	1414
Skewness	1.66096457
Sum	8875531
Variance	11654970.95
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
2080	434	20.6%
1728	245	11.6%
4491	243	11.5%
1791	203	9.6%
3205	174	8.3%
822	79	3.7%
3749	61	2.9%
7878	59	2.8%
9933	48	2.3%
3022	47	2.2%
Other values (34)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	0.5%
27	3	0.1%
442	20	0.9%
822	79	3.7%
1378	2	0.1%
1728	245	11.6%
1791	203	9.6%
2080	434	20.6%
3022	47	2.2%
3205	174	8.3%

Value	Count	Frequency (%)
16441	15	0.7%
16030	9	0.4%
14504	33	1.6%
14496	37	1.8%
12458	4	0.2%
11971	10	0.5%
11356	5	0.2%
10315	11	0.5%
9933	48	2.3%
9659	22	1.0%

rental_occupied_units_2015
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	44
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6346.49739

Minimum	13
Maximum	12043
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	13
5-th percentile	2607
Q1	5039
median	6442
Q3	8691
95-th percentile	9428
Maximum	12043
Range	12030
Interquartile range (IQR)	3652

Descriptive statistics

Standard deviation	2436.373373
Coefficient of variation (CV)	0.3838925982
Kurtosis	-0.6035342272
Mean	6346.49739
Median Absolute Deviation (MAD)	1997
Skewness	0.02422543629
Sum	13372070
Variance	5935915.211
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
9428	434	20.6%
6442	245	11.6%
5292	243	11.5%
3414	203	9.6%
6502	174	8.3%
2607	79	3.7%
5944	61	2.9%
4445	59	2.8%
7252	48	2.3%
5057	47	2.2%
Other values (34)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	3	0.1%
189	2	0.1%
279	10	0.5%
865	20	0.9%
1655	4	0.2%
1712	6	0.3%
2041	3	0.1%
2113	10	0.5%
2308	5	0.2%
2586	7	0.3%

Value	Count	Frequency (%)
12043	5	0.2%
11862	40	1.9%
10197	8	0.4%
9428	434	20.6%
9235	10	0.5%
9228	28	1.3%
8691	33	1.6%
8536	18	0.9%
8408	16	0.8%
8010	17	0.8%

median_value_2015
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	44
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	164850.0712

Minimum	0
Maximum	310000
Zeros	10
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0
5-th percentile	82800
Q1	97100
median	176800
Q3	203700
95-th percentile	255100
Maximum	310000
Range	310000
Interquartile range (IQR)	106600

Descriptive statistics

Standard deviation	66236.40855
Coefficient of variation (CV)	0.4017978765
Kurtosis	-1.201567415
Mean	164850.0712
Median Absolute Deviation (MAD)	74000
Skewness	0.001259986429
Sum	347339100
Variance	4387261817
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
203700	434	20.6%
254700	245	11.6%
97100	243	11.5%
102800	203	9.6%
176800	174	8.3%
86400	79	3.7%
269500	61	2.9%
211200	59	2.8%
84600	48	2.3%
57500	47	2.2%
Other values (34)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	0.5%
54200	20	0.9%
57500	47	2.2%
79000	15	0.7%
80300	10	0.5%
82800	47	2.2%
84600	48	2.3%
86400	79	3.7%
86500	16	0.8%
93000	8	0.4%

Value	Count	Frequency (%)
310000	11	0.5%
302000	4	0.2%
301600	10	0.5%
269500	61	2.9%
264500	6	0.3%
257600	10	0.5%
255100	13	0.6%
254700	245	11.6%
239600	22	1.0%
220200	24	1.1%

median_monthly_costs_2015
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	44
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1441.24205

Minimum	0
Maximum	2346
Zeros	10
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0
5-th percentile	999
Q1	1200
median	1452
Q3	1575
95-th percentile	1975
Maximum	2346
Range	2346
Interquartile range (IQR)	375

Descriptive statistics

Standard deviation	334.7007157
Coefficient of variation (CV)	0.2322307455
Kurtosis	0.7317620013
Mean	1441.24205
Median Absolute Deviation (MAD)	238
Skewness	-0.04525800612
Sum	3036697
Variance	112024.5691
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
1554	434	20.6%
1975	245	11.6%
1214	243	11.5%
1120	203	9.6%
1449	174	8.3%
1200	79	3.7%
1879	61	2.9%
1575	59	2.8%
1039	48	2.3%
853	47	2.2%
Other values (34)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	0.5%
774	20	0.9%
853	47	2.2%
993	16	0.8%
999	15	0.7%
1020	10	0.5%
1039	48	2.3%
1062	47	2.2%
1087	17	0.8%
1112	28	1.3%

Value	Count	Frequency (%)
2346	10	0.5%
2187	11	0.5%
2164	4	0.2%
2149	13	0.6%
2037	6	0.3%
1975	245	11.6%
1879	61	2.9%
1816	22	1.0%
1720	10	0.5%
1705	5	0.2%

median_rent_2015
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	43
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	838.9159943

Minimum	599
Maximum	1289
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	599
5-th percentile	690
Q1	795
median	854
Q3	861
95-th percentile	994
Maximum	1289
Range	690
Interquartile range (IQR)	66

Descriptive statistics

Standard deviation	96.85159669
Coefficient of variation (CV)	0.1154485042
Kurtosis	1.484050833
Mean	838.9159943
Median Absolute Deviation (MAD)	33
Skewness	0.0453950055
Sum	1767596
Variance	9380.231781
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
858	434	20.6%
920	245	11.6%
854	243	11.5%
690	203	9.6%
851	174	8.3%
623	79	3.7%
861	61	2.9%
823	59	2.8%
821	48	2.3%
795	47	2.2%
Other values (33)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
599	10	0.5%
623	79	3.7%
678	16	0.8%
690	203	9.6%
719	20	0.9%
734	15	0.7%
737	8	0.4%
762	47	2.2%
763	40	1.9%
771	28	1.3%

Value	Count	Frequency (%)
1289	2	0.1%
1218	10	0.5%
1111	11	0.5%
1083	3	0.1%
1072	13	0.6%
1030	4	0.2%
1018	27	1.3%
1009	24	1.1%
994	33	1.6%
985	37	1.8%

median_household_income_2020
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	44
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53148.78405

Minimum	14455
Maximum	135179
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	14455
5-th percentile	34884
Q1	36418
median	56332
Q3	64368
95-th percentile	84363
Maximum	135179
Range	120724
Interquartile range (IQR)	27950

Descriptive statistics

Standard deviation	18816.70333
Coefficient of variation (CV)	0.3540382656
Kurtosis	1.632643257
Mean	53148.78405
Median Absolute Deviation (MAD)	15773
Skewness	0.9812547724
Sum	111984488
Variance	354068324
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
34884	434	20.6%
64368	245	11.6%
59082	243	11.5%
40559	203	9.6%
56332	174	8.3%
36418	79	3.7%
66326	61	2.9%
76831	59	2.8%
50582	48	2.3%
28610	47	2.2%
Other values (34)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14455	20	0.9%
19107	10	0.5%
28610	47	2.2%
34884	434	20.6%
36418	79	3.7%
39038	16	0.8%
40172	47	2.2%
40353	10	0.5%
40559	203	9.6%
41292	15	0.7%

Value	Count	Frequency (%)
135179	4	0.2%
133643	6	0.3%
119947	10	0.5%
111250	11	0.5%
107400	5	0.2%
96233	22	1.0%
93953	24	1.1%
93056	13	0.6%
93036	9	0.4%
84363	7	0.3%

median_family_income_2020
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	43
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	68571.77266

Minimum	0
Maximum	150008
Zeros	23
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0
5-th percentile	35137
Q1	47014
median	63346
Q3	92708
95-th percentile	119688
Maximum	150008
Range	150008
Interquartile range (IQR)	45694

Descriptive statistics

Standard deviation	28820.1659
Coefficient of variation (CV)	0.420291977
Kurtosis	0.1810634908
Mean	68571.77266
Median Absolute Deviation (MAD)	17115
Skewness	0.7350984538
Sum	144480725
Variance	830601962.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
47014	434	20.6%
92708	245	11.6%
63346	243	11.5%
44420	203	9.6%
80461	174	8.3%
35137	79	3.7%
144167	61	2.9%
101544	59	2.8%
62298	48	2.3%
48690	47	2.2%
Other values (33)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	23	1.1%
32010	47	2.2%
32292	10	0.5%
35137	79	3.7%
44420	203	9.6%
45010	16	0.8%
46072	10	0.5%
47014	434	20.6%
47221	8	0.4%
47624	15	0.7%

Value	Count	Frequency (%)
150008	4	0.2%
148495	10	0.5%
144204	6	0.3%
144167	61	2.9%
133848	11	0.5%
122970	13	0.6%
119688	22	1.0%
114258	24	1.1%
113666	10	0.5%
113540	5	0.2%

median_household_income_2015
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	43
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42337.00712

Minimum	16326
Maximum	115542
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	16326
5-th percentile	21083
Q1	25322
median	43810
Q3	52178
95-th percentile	75008
Maximum	115542
Range	99216
Interquartile range (IQR)	26856

Descriptive statistics

Standard deviation	17512.71802
Coefficient of variation (CV)	0.4136503549
Kurtosis	1.464837767
Mean	42337.00712
Median Absolute Deviation (MAD)	13319
Skewness	1.106515553
Sum	89204074
Variance	306695292.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
25322	434	20.6%
52178	245	11.6%
43810	243	11.5%
30491	203	9.6%
45152	174	8.3%
20904	79	3.7%
58080	61	2.9%
65288	59	2.8%
38842	48	2.3%
33473	47	2.2%
Other values (33)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
16326	10	0.5%
20904	79	3.7%
21083	20	0.9%
23710	47	2.2%
25322	434	20.6%
29167	15	0.7%
30491	203	9.6%
33473	47	2.2%
33487	16	0.8%
34483	10	0.5%

Value	Count	Frequency (%)
115542	4	0.2%
109764	10	0.5%
105977	6	0.3%
98023	11	0.5%
87158	18	0.9%
85095	22	1.0%
81949	2	0.1%
77013	9	0.4%
76190	24	1.1%
72250	33	1.6%

median_family_income_2015
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	44
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64256.22449

Minimum	20208
Maximum	147702
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	20208
5-th percentile	21750
Q1	44618
median	51458
Q3	88824
95-th percentile	125239
Maximum	147702
Range	127494
Interquartile range (IQR)	44206

Descriptive statistics

Standard deviation	31859.43165
Coefficient of variation (CV)	0.4958186059
Kurtosis	-0.5846984325
Mean	64256.22449
Median Absolute Deviation (MAD)	18615
Skewness	0.7579084398
Sum	135387865
Variance	1015023385
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
51458	434	20.6%
125239	245	11.6%
44618	243	11.5%
32843	203	9.6%
72263	174	8.3%
20208	79	3.7%
104098	61	2.9%
92175	59	2.8%
45006	48	2.3%
25253	47	2.2%
Other values (34)	514	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20208	79	3.7%
21215	20	0.9%
21750	10	0.5%
25253	47	2.2%
32843	203	9.6%
37020	15	0.7%
37801	28	1.3%
38807	10	0.5%
39337	16	0.8%
40010	47	2.2%

Value	Count	Frequency (%)
147702	10	0.5%
129804	4	0.2%
125239	245	11.6%
112518	11	0.5%
112276	6	0.3%
105824	13	0.6%
105450	22	1.0%
104098	61	2.9%
96475	5	0.2%
95938	24	1.1%

zipcount
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	33
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	194.2017086

Minimum	2
Maximum	434
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	2
5-th percentile	10
Q1	47
median	203
Q3	245
95-th percentile	434
Maximum	434
Range	432
Interquartile range (IQR)	198

Descriptive statistics

Standard deviation	148.5859932
Coefficient of variation (CV)	0.7651116681
Kurtosis	-1.067712342
Mean	194.2017086
Median Absolute Deviation (MAD)	144
Skewness	0.3985372298
Sum	409183
Variance	22077.79738
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
434	434	20.6%
245	245	11.6%
243	243	11.5%
203	203	9.6%
174	174	8.3%
47	94	4.5%
79	79	3.7%
61	61	2.9%
59	59	2.8%
10	50	2.4%
Other values (23)	465	22.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	2	0.1%
3	6	0.3%
4	4	0.2%
5	10	0.5%
6	12	0.6%
7	14	0.7%
8	16	0.8%
9	9	0.4%
10	50	2.4%
11	11	0.5%

Value	Count	Frequency (%)
434	434	20.6%
245	245	11.6%
243	243	11.5%
203	203	9.6%
174	174	8.3%
79	79	3.7%
61	61	2.9%
59	59	2.8%
48	48	2.3%
47	94	4.5%

class
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.6 KiB

0	866
2	741
1	500

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2107
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	0
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
0	866	41.1%
2	741	35.2%
1	500	23.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	866	41.1%
2	741	35.2%
1	500	23.7%

Most occurring characters

Value	Count	Frequency (%)
0	866	41.1%
2	741	35.2%
1	500	23.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2107	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	866	41.1%
2	741	35.2%
1	500	23.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	2107	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	866	41.1%
2	741	35.2%
1	500	23.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2107	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	866	41.1%
2	741	35.2%
1	500	23.7%

Auto

The auto setting is an easily interpretable pairwise column metric of the following mapping: vartype-vartype : method, categorical-categorical : Cramer's V, numerical-categorical : Cramer's V (using a discretized numerical column), numerical-numerical : Spearman's ρ. This configuration uses the best suitable for each pair of columns.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	latitude	longitude	room_type	price	zipcode	zcta_housing_2020	total_units_2020	occupied_units_2020	vacant_units_2020	median_rooms_2020	owner_occupied_units_2020	rental_occupied_units_2020	median_value_2020	median_monthly_costs_2020	median_rent_2020	five_year_diff	total_units_2015	occupied_units_2015	vacant_units_2015	median_rooms_2015	owner_occupied_units_2015	rental_occupied_units_2015	median_value_2015	median_monthly_costs_2015	median_rent_2015	median_household_income_2020	median_family_income_2020	median_household_income_2015	median_family_income_2015	zipcount	class
0	39.98394	-83.00321	1	213	43201	43201	15281	13106.0	2175	4.4	2215	10891	258900.0	1747.0	1094	55200.0	15115.0	11508.0	3607.0	4.6	2080.0	9428.0	203700.0	1554.0	858.0	34884.0	47014.0	25322.0	51458.0	434	2
1	40.01243	-83.00986	0	29	43202	43202	9725	8889.0	836	4.9	2712	6177	246800.0	1613.0	976	70000.0	10551.0	9707.0	844.0	5.1	3205.0	6502.0	176800.0	1449.0	851.0	56332.0	80461.0	45152.0	72263.0	174	2
2	39.96086	-82.97968	0	100	43205	43205	7366	5510.0	1856	5.6	1949	3561	211600.0	1492.0	755	108800.0	7271.0	5205.0	2066.0	5.7	1791.0	3414.0	102800.0	1120.0	690.0	40559.0	44420.0	30491.0	32843.0	203	0
3	40.01259	-83.00164	0	37	43202	43202	9725	8889.0	836	4.9	2712	6177	246800.0	1613.0	976	70000.0	10551.0	9707.0	844.0	5.1	3205.0	6502.0	176800.0	1449.0	851.0	56332.0	80461.0	45152.0	72263.0	174	2
4	40.01259	-83.00164	0	72	43202	43202	9725	8889.0	836	4.9	2712	6177	246800.0	1613.0	976	70000.0	10551.0	9707.0	844.0	5.1	3205.0	6502.0	176800.0	1449.0	851.0	56332.0	80461.0	45152.0	72263.0	174	2
5	39.95223	-82.99557	1	193	43215	43215	10791	9609.0	1182	3.3	1891	7718	324000.0	1975.0	1215	69300.0	9281.0	8170.0	1111.0	3.3	1728.0	6442.0	254700.0	1975.0	920.0	64368.0	92708.0	52178.0	125239.0	245	1
6	40.03828	-83.01838	0	85	43214	43214	13806	12682.0	1124	5.6	8097	4585	285800.0	1730.0	998	74600.0	13162.0	12323.0	839.0	5.8	7878.0	4445.0	211200.0	1575.0	823.0	76831.0	101544.0	65288.0	92175.0	59	1
7	39.94700	-82.99074	1	241	43206	43206	12274	10435.0	1839	5.4	5060	5375	197400.0	1441.0	994	100300.0	12275.0	9783.0	2492.0	5.5	4491.0	5292.0	97100.0	1214.0	854.0	59082.0	63346.0	43810.0	44618.0	243	0
8	40.03689	-83.01830	0	85	43214	43214	13806	12682.0	1124	5.6	8097	4585	285800.0	1730.0	998	74600.0	13162.0	12323.0	839.0	5.8	7878.0	4445.0	211200.0	1575.0	823.0	76831.0	101544.0	65288.0	92175.0	59	1
9	40.01259	-83.00164	0	40	43202	43202	9725	8889.0	836	4.9	2712	6177	246800.0	1613.0	976	70000.0	10551.0	9707.0	844.0	5.1	3205.0	6502.0	176800.0	1449.0	851.0	56332.0	80461.0	45152.0	72263.0	174	2

Last rows

	latitude	longitude	room_type	price	zipcode	zcta_housing_2020	total_units_2020	occupied_units_2020	vacant_units_2020	median_rooms_2020	owner_occupied_units_2020	rental_occupied_units_2020	median_value_2020	median_monthly_costs_2020	median_rent_2020	five_year_diff	total_units_2015	occupied_units_2015	vacant_units_2015	median_rooms_2015	owner_occupied_units_2015	rental_occupied_units_2015	median_value_2015	median_monthly_costs_2015	median_rent_2015	median_household_income_2020	median_family_income_2020	median_household_income_2015	median_family_income_2015	zipcount	class
2097	40.015440	-82.966040	1	130	43224	43224	18950	17585.0	1365	5.0	8324	9261	103200.0	983.0	827	16700.0	18876.0	16274.0	2602.0	5.0	7866.0	8408.0	86500.0	993.0	678.0	39038.0	45010.0	33487.0	39337.0	16	0
2098	40.091990	-83.123810	1	84	43017	43017	16228	15377.0	851	7.1	10487	4890	371000.0	2461.0	1243	61000.0	14865.0	14255.0	610.0	7.4	10315.0	3940.0	310000.0	2187.0	1111.0	111250.0	133848.0	98023.0	112518.0	11	1
2099	40.152940	-83.003920	1	93	43035	43035	9508	9094.0	414	7.6	7365	1729	338600.0	2311.0	1217	74100.0	9028.0	8695.0	333.0	7.3	6983.0	1712.0	264500.0	2037.0	951.0	133643.0	144204.0	105977.0	112276.0	6	1
2100	39.963910	-83.002510	1	53	43215	43215	10791	9609.0	1182	3.3	1891	7718	324000.0	1975.0	1215	69300.0	9281.0	8170.0	1111.0	3.3	1728.0	6442.0	254700.0	1975.0	920.0	64368.0	92708.0	52178.0	125239.0	245	1
2101	39.965710	-83.003470	1	53	43215	43215	10791	9609.0	1182	3.3	1891	7718	324000.0	1975.0	1215	69300.0	9281.0	8170.0	1111.0	3.3	1728.0	6442.0	254700.0	1975.0	920.0	64368.0	92708.0	52178.0	125239.0	245	1
2102	39.979890	-83.001570	1	75	43215	43215	10791	9609.0	1182	3.3	1891	7718	324000.0	1975.0	1215	69300.0	9281.0	8170.0	1111.0	3.3	1728.0	6442.0	254700.0	1975.0	920.0	64368.0	92708.0	52178.0	125239.0	245	1
2103	39.943780	-82.984220	1	75	43206	43206	12274	10435.0	1839	5.4	5060	5375	197400.0	1441.0	994	100300.0	12275.0	9783.0	2492.0	5.5	4491.0	5292.0	97100.0	1214.0	854.0	59082.0	63346.0	43810.0	44618.0	243	0
2104	39.964276	-82.997779	1	118	43215	43215	10791	9609.0	1182	3.3	1891	7718	324000.0	1975.0	1215	69300.0	9281.0	8170.0	1111.0	3.3	1728.0	6442.0	254700.0	1975.0	920.0	64368.0	92708.0	52178.0	125239.0	245	1
2105	40.008060	-83.002470	0	52	43201	43201	15281	13106.0	2175	4.4	2215	10891	258900.0	1747.0	1094	55200.0	15115.0	11508.0	3607.0	4.6	2080.0	9428.0	203700.0	1554.0	858.0	34884.0	47014.0	25322.0	51458.0	434	2
2106	40.005850	-83.001270	0	51	43201	43201	15281	13106.0	2175	4.4	2215	10891	258900.0	1747.0	1094	55200.0	15115.0	11508.0	3607.0	4.6	2080.0	9428.0	203700.0	1554.0	858.0	34884.0	47014.0	25322.0	51458.0	434	2

Most frequently occurring

	latitude	longitude	room_type	price	zipcode	zcta_housing_2020	total_units_2020	occupied_units_2020	vacant_units_2020	median_rooms_2020	owner_occupied_units_2020	rental_occupied_units_2020	median_value_2020	median_monthly_costs_2020	median_rent_2020	five_year_diff	total_units_2015	occupied_units_2015	vacant_units_2015	median_rooms_2015	owner_occupied_units_2015	rental_occupied_units_2015	median_value_2015	median_monthly_costs_2015	median_rent_2015	median_household_income_2020	median_family_income_2020	median_household_income_2015	median_family_income_2015	zipcount	class	# duplicates
2	39.958565	-83.014946	1	115	43215	43215	10791	9609.0	1182	3.3	1891	7718	324000.0	1975.0	1215	69300.0	9281.0	8170.0	1111.0	3.3	1728.0	6442.0	254700.0	1975.0	920.0	64368.0	92708.0	52178.0	125239.0	245	1	4
4	39.964275	-82.997780	1	118	43215	43215	10791	9609.0	1182	3.3	1891	7718	324000.0	1975.0	1215	69300.0	9281.0	8170.0	1111.0	3.3	1728.0	6442.0	254700.0	1975.0	920.0	64368.0	92708.0	52178.0	125239.0	245	1	3
0	39.957910	-82.999950	1	142	43215	43215	10791	9609.0	1182	3.3	1891	7718	324000.0	1975.0	1215	69300.0	9281.0	8170.0	1111.0	3.3	1728.0	6442.0	254700.0	1975.0	920.0	64368.0	92708.0	52178.0	125239.0	245	1	2
1	39.958040	-82.952640	1	84	43205	43205	7366	5510.0	1856	5.6	1949	3561	211600.0	1492.0	755	108800.0	7271.0	5205.0	2066.0	5.7	1791.0	3414.0	102800.0	1120.0	690.0	40559.0	44420.0	30491.0	32843.0	203	0	2
3	39.963681	-82.984637	1	62	43215	43215	10791	9609.0	1182	3.3	1891	7718	324000.0	1975.0	1215	69300.0	9281.0	8170.0	1111.0	3.3	1728.0	6442.0	254700.0	1975.0	920.0	64368.0	92708.0	52178.0	125239.0	245	1	2
5	39.964275	-82.997780	1	189	43215	43215	10791	9609.0	1182	3.3	1891	7718	324000.0	1975.0	1215	69300.0	9281.0	8170.0	1111.0	3.3	1728.0	6442.0	254700.0	1975.0	920.0	64368.0	92708.0	52178.0	125239.0	245	1	2
6	40.007015	-83.001525	0	53	43201	43201	15281	13106.0	2175	4.4	2215	10891	258900.0	1747.0	1094	55200.0	15115.0	11508.0	3607.0	4.6	2080.0	9428.0	203700.0	1554.0	858.0	34884.0	47014.0	25322.0	51458.0	434	2	2
7	40.009056	-83.000824	0	53	43202	43202	9725	8889.0	836	4.9	2712	6177	246800.0	1613.0	976	70000.0	10551.0	9707.0	844.0	5.1	3205.0	6502.0	176800.0	1449.0	851.0	56332.0	80461.0	45152.0	72263.0	174	2	2
8	40.021460	-83.034480	0	78	43202	43202	9725	8889.0	836	4.9	2712	6177	246800.0	1613.0	976	70000.0	10551.0	9707.0	844.0	5.1	3205.0	6502.0	176800.0	1449.0	851.0	56332.0	80461.0	45152.0	72263.0	174	2	2
9	40.064670	-82.988390	0	54	43229	43229	22593	21343.0	1250	5.0	8495	12848	143000.0	1232.0	879	23000.0	22243.0	20011.0	2232.0	5.1	8149.0	11862.0	120000.0	1201.0	763.0	44804.0	51324.0	38004.0	45185.0	40	0	2

Overview

Variables

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Auto

Spearman's ρ

Pearson's r

Kendall's τ

Cramér's V (φc)

Phik (φk)

Missing values

Sample

First rows

Last rows

Duplicate rows

Most frequently occurring